`scipy.stats._sensitivity_analysis:SobolResult.bootstrap`

source: /scipy/stats/_sensitivity_analysis.py :175

Signature

   def     bootstrap (    self    ,    confidence_level  :  DecimalNumber    =  0.95   ,    n_resamples  :  IntNumber    =  999     )   →  BootstrapSobolResult

Summary

Bootstrap Sobol' indices to provide confidence intervals.

Parameters

confidence_level : float, default: ``0.95``: The confidence level of the confidence intervals.
n_resamples : int, default: ``999``: The number of resamples performed to form the bootstrap distribution of the indices.

Returns

res : BootstrapSobolResult

Bootstrap result containing the confidence intervals and the bootstrap distribution of the indices.

An object with attributes:

Aliases

scipy.stats._sensitivity_analysis.SobolResult.bootstrap